A research team has used machine learning and spatial analysis to show that socioeconomic factors are most strongly associated with PV waste generation, while geographical and climatic conditions are more closely linked to PV lifespan. Their Australia-wide analysis suggests PV recycling policies should be tailored to regional conditions.